{"id":"W4401762494","doi":"10.5430/jct.v13n4p258","title":"The Influence of Flipped Learning on Geographic Concept Acquisition among Al-Balqa' Applied University Undergraduate Students in the Environment and Society Course","year":2024,"lang":"en","type":"article","venue":"Journal of Curriculum and Teaching","topic":"Innovative Teaching Methods","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Flipped classroom; Flipped learning; Mathematics education; Class (philosophy); Psychology; Control (management); Computer science; Medical education; Artificial intelligence; Medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007265236,0.00008580653,0.0001342324,0.00006460794,0.0008977532,0.0001364198,0.0002285342,0.00004674673,0.000001485909],"category_scores_gemma":[0.00006912604,0.00005304556,0.00006467415,0.0001191487,0.0004717594,0.0002181961,0.00005403933,0.0008942172,2.383194e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008723069,"about_ca_system_score_gemma":0.00003807028,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003670282,"about_ca_topic_score_gemma":0.00002708694,"domain_scores_codex":[0.9977442,0.001247893,0.0002134242,0.000113326,0.0005271056,0.0001540683],"domain_scores_gemma":[0.9990177,0.0006230485,0.0002451857,0.00005745447,0.00002078057,0.00003579662],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002334885,0.0001672105,0.7107957,0.00002448927,0.0001881262,0.0000288304,0.09276363,0.002986027,0.0007449581,0.1728896,0.0002118378,0.01917626],"study_design_scores_gemma":[0.0005030574,0.000163104,0.9050111,0.0002893557,0.00008169859,0.000006440493,0.08558902,0.0004575605,0.00001114127,0.002747154,0.005009895,0.0001304958],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969673,0.000241791,0.0007249545,0.001149416,0.00007791066,0.0001156158,7.059775e-7,0.000008221849,0.0007140911],"genre_scores_gemma":[0.9991533,0.0004443954,0.0002507247,0.00006646507,0.00005223764,4.868376e-7,3.195928e-7,0.000004332946,0.00002779754],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1942154,"threshold_uncertainty_score":0.6904883,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007510905290671634,"score_gpt":0.3038854097543999,"score_spread":0.2963745044637283,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}